HiddenLayer
Free tierThe most comprehensive security platform for AI
Free tier available·All audiences
Key strengths
AI DiscoveryAI Supply Chain SecurityAI Attack SimulationAI Runtime SecurityModel ScanningRed TeamingAI GuardrailsAgentic and MCP ProtectionPatented technologyNon-invasive AIDR solution
Free tier + paid plans
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HiddenLayer – Technical Use Cases
- Shift-Left Model Security: Integrate model scanning into CI/CD pipelines to detect malicious payloads, backdoors, or vulnerabilities in ML models before deployment.
- AI Supply Chain Risk Management: Assess third-party and open-source models for embedded threats prior to ingestion into production MLOps pipelines.
- Runtime Threat Detection: Deploy AI Runtime Security to monitor inference endpoints in real time, detecting adversarial inputs, model extraction attempts, and anomalous query patterns.
- Red Teaming & Attack Simulation: Use automated adversarial attack simulation to stress-test models against known AI attack vectors before and after deployment.
- Agentic AI & MCP Security: Apply protection controls to autonomous AI agents and MCP-based tool integrations to enforce boundaries and prevent prompt injection or tool misuse.
- SIEM/SOAR Integration: Forward AI security events into existing SIEM platforms and automate response playbooks via SOAR for unified security operations coverage.
- AI Asset Discovery: Continuously discover and inventory AI/ML models deployed across AWS, Databricks, and other environments to maintain full visibility.
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